In the present study, we observed that macrophages (M0, M1, and M2), T cells CD8, and T cells CD4 memory (resting and activated) were the most commonly infiltrated subtypes of immune cells in HNSCC regardless of TMB status. This evidence concerns the gene CD8A and head and neck squamous cell carcinoma.